Data · dataset · 2017
Dataset for the paper Software-defined PMC for Runtime Power Management System of a Many-core Neuromorphic Platform
Listed in Teesside University Research Data Repository
This is the dataset of three non-Spiking Neural Network applications running on the SpiNNaker platform: JPEG image encoding, JPEG image decoding, and edge detection (referred to as A1, A2, and A3 respectively in the paper).
Description
The application A1 and A2 are the first applications that are developed by considering the impact of DMA Full Counter (DFC) for performance improvement. Both application retrieve/store data from/to SDRAM using DMA mechanism.
The application A3 uses the old mechanism (without involving DFC), in which a master core is assigned with a task for coordinating DMA among cores in a SpiNNaker chip. The applications A1, A2, and A3 were run alternately whilst changing the governor. During the application execution, we measure the energy consumption and temperature of SpiNNaker chips using a SpiNNaker profiler program.
Links
Where it is published
- DOI doi.org/10.17632/37wctb99rw.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science
- Inferred from text
- Image 75%
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/37wctb99rw.1 | 7 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |